26、Building High - Performance APIs and Real - Time Object Detection Systems

Building High - Performance APIs and Real - Time Object Detection Systems

1. Caching Results with Joblib

When working on prediction tasks, caching results can significantly enhance the performance of your application. With Joblib, we can cache prediction results to avoid redundant computations.

1.1 Prediction Method

In the predict method, instead of directly performing the prediction inside the method, we call an external predict function. We pass the model and input text as arguments. After getting the prediction, we retrieve the corresponding category name and build a PredictionOutput object.

1.2 REST API Endpoints

We have two important REST API endpoints:
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